• Collect and preprocess AIS datasets covering various dredging operation types
  • Explore advanced model architectures (e.g., generalized vs. multi-stage pipelines)
  • Train, test, and evaluate machine learning models for sequential data classification
  • Integrate updated model(s) into the Databricks pipeline and collaborate with colleagues on deployment
  • Document methodologies, experiments, and results, and present findings to stakeholders.